Knowledge transduction for cross-domain few-shot learning

Robust Face Recognition via Sparse Representation

John Wright, A. Yang, Arvind Ganesh et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9.5K citations · Full text

Computing, Computer Science, Computer Vision +16

Using Deep Learning for Image-Based Plant Disease Detection

Sharada P. Mohanty, David Hughes, Marcel Salathé · Frontiers in Plant Science · 2016 · 4.6K citations · Full text

Agriculture, Computer Science, Plant Pathology +15

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Philipp Tschandl, Cliff Rosendahl, Harald Kittler · Queensland's institutional digital repository (The University of Queensland) · 2018 · 2.8K citations

Computing, Computer Science, Dermatology +16

EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

Patrick Helber, Benjamin Bischke, Andreas Dengel et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019 · 1.7K citations

Computing, Computer Science, Geoinformatics +17

Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation

Xu Yang, Cheng Deng, Tongliang Liu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 138 citations

Computing, Computer Science, Knowledge Representation +15